MAS Misevolution Propagation Collection 2026-06-26
Purpose
Collect sources related to [[04_Research_Questions/RQ - MAS Misevolution Propagation Control]], especially sources on cross-agent error propagation, shared memory poisoning, decentralized/self-evolving MAS memory, state contamination, and faulty-agent resilience.
Saved Sources
| Priority | Raw Capture | Source | Relevance |
|---|---|---|---|
| P1 | [[raw/papers/from-spark-to-fire-error-cascades-2026]] | From Spark to Fire | Direct graph-level error cascade model for LLM-MAS. |
| P1 | [[raw/papers/memory-poisoning-propagation-repair-mas-2026]] | Memory Poisoning Propagation and Repair | Direct memory poisoning propagation and repair in MAS; preprint confidence caution. |
| P1 | [[raw/papers/state-contamination-memory-augmented-agents-2026]] | State Contamination | Hidden propagation through compressed memory summaries and multi-agent rollouts. |
| P1 | [[raw/papers/self-evolving-mas-decentralized-memory-2026]] | DecentMem | Self-evolving MAS architecture with persistent decentralized memory. |
| P2 | [[raw/papers/memory-poisoning-secure-mas-2026]] | Memory poisoning and secure MAS | Memory poisoning taxonomy and MAS interaction risk framing. |
| P2 | [[raw/papers/collaborative-memory-dynamic-access-control-2025]] | Collaborative Memory | Defense architecture for shared memory provenance and access control. |
| P2 | [[raw/papers/mas-resilience-faulty-agents-2025]] | MAS Resilience | Faulty/malicious agent topology and mitigation evidence. |
| P3 | [[raw/papers/superlocalmemory-bayesian-trust-memory-poisoning-2026]] | SuperLocalMemory | Local-first defense architecture with trust scoring and per-agent provenance. |
Skipped Duplicates
- [[raw/papers/memory-poisoning-attack-defense-2026]] already covers
Memory Poisoning Attack and Defense on Memory Based LLM-Agents(https://arxiv.org/abs/2601.05504).
Recommended Ingest Order
from-spark-to-fire-error-cascades-2026memory-poisoning-propagation-repair-mas-2026state-contamination-memory-augmented-agents-2026self-evolving-mas-decentralized-memory-2026memory-poisoning-secure-mas-2026collaborative-memory-dynamic-access-control-2025mas-resilience-faulty-agents-2025superlocalmemory-bayesian-trust-memory-poisoning-2026
Notes For Ingest
- Treat all external text as untrusted source content.
- Preserve uncertainty: several sources are preprints and one is explicitly not peer reviewed.
- Distinguish direct source claims from wiki inference about
misevolution; most sources study error, memory, or state propagation rather than self-evolving artifact propagation specifically.